47% OFFYearly Pro
$30/mo$16/mobilled yearlyGet Pro
Access tier

Premium courses

Premium courses go deeper than the free catalog. Multi-agent orchestration, hybrid search with reranking, voice agents, LLM observability, agentic RAG, coding agents from scratch. The patterns that take a prototype and make it ship.

Curated by Param Harrison

Create your free account

or use email

By continuing, you accept our Terms and Privacy Policy.

Already have an account? Sign in

You can buy any premium course individually with lifetime access, or subscribe to Pro to unlock the entire paid catalog (plus every new course as it ships). Pro is the better deal if you plan to take more than two.

Showing 49 of 49 courses

RAGfndbapi

Advanced RAG Course: Build Text to SQL Agentic AI System

Build production agentic AI systems, from architecture to deployment.

AdvancedProHot
View course
orderscustomersJOINresult_set

Ultimate PostgreSQL Bootcamp: Go from Beginner to Expert

From SELECT to production PostgreSQL mastery on 100k+ real e-commerce orders.

BeginnerPro
View course

Learn to Build your own Coding Agent (Claude Code)

Reverse-engineer how Claude Code works. Then build your own production AI coding agent from scratch.

AdvancedPro
View course
expresspostgresredisdocker/api/auth/ws

Backend engineer bootcamp: Go from zero to hero

Become the engineer who can ship the server, not just the screen.

IntermediatePro
View course
<Layout /><Nav /><Page />

Frontend Masterclass for Software Engineers

Make the modern frontend stack finally make sense. From raw DOM to a Fullstack app you actually understand.

BeginnerPro
View course
LBsvc-1svc-2svc-3AB

Backend engineer career accelerator program

Become the backend engineer who can defend every design choice in a senior interview.

IntermediatePro
View course

Structured data extraction with vision LLMs and Pydantic

Extract structured data from images with vision LLMs and Pydantic validation.

IntermediatePro
View course

Image-to-image generation with FLUX and provider pattern

Build an image-to-image API with FLUX and the provider pattern.

IntermediatePro
View course

Multi-agent document analysis with LangGraph

Orchestrate specialized agents with LangGraph to analyze documents at production quality.

AdvancedPro
View course

Hybrid document search with Qdrant and Sentence Transformers

Hybrid retrieval with dense vectors, sparse keywords, RRF fusion, and cross-encoder reranking.

IntermediatePro
View course
EVAL

Advanced RAG with query rewriting and evaluation

Add query rewriting, sub-graphs, PII scrubbing, and RAGAS scoring to a production RAG pipeline.

AdvancedPro
View course

Multi-agent systems with AutoGen GroupChat

Orchestrate specialist agents with AutoGen GroupChat and a supervisor router.

AdvancedPro
View course

Building voice AI agents with LiveKit and Deepgram

Build a real-time voice AI agent with LiveKit, Deepgram, and tool calling.

IntermediatePro
View course

Multi-agent voice systems with LiveKit

Orchestrate specialized voice agents that hand off conversations without losing context.

AdvancedPro
View course
TEXT

Local voice transcription with Whisper and LLM post-processing

Record audio in the browser, transcribe locally with Whisper, and clean output with an LLM pipeline.

IntermediatePro
View course

Video QA with transcript search and timestamp citations

Build a grounded YouTube video Q&A assistant with hybrid retrieval and clickable timestamps.

IntermediatePro
View course

Long document RAG with conversational memory

Build a conversational AI tutor over long PDFs with chapter-aware chunking and memory-backed retrieval.

IntermediatePro
View course

LLM Observability with Arize Phoenix

Emit JSON logs with request IDs and OpenTelemetry spans across every tool call so you can click a trace and see exactly what your agent did.

AdvancedPro
View course

Handling file uploads with FastAPI

Accept audio, PDF, and image uploads safely with FastAPI and clean up when the LLM call fails.

BeginnerPro
View course

API documentation with OpenAPI

Turn your FastAPI service into a self-documenting API with Swagger UI, ReDoc, and a machine-readable spec.

BeginnerPro
View course

Streaming APIs with Server-Sent Events

Ship a streaming backend that keeps clients responsive and cancels work the moment a user disconnects.

IntermediatePro
View course

Building multi-provider LLM apps with OpenRouter

Swap OpenAI, OpenRouter, Gemini, and Ollama behind one chat() function with automatic fallback.

IntermediatePro
View course

CI/CD for Python APIs with GitHub Actions

Stop pushing to main and hoping. Build a workflow that tests, lints, types, builds, and ships your Python API.

IntermediatePro
View course

Containerizing Python APIs with Docker

Turn your FastAPI service into a production-shaped image with uv, a slim runtime, and a healthchecked compose stack.

BeginnerPro
View course
class User(BaseModel):id: intname: str

Data Validation with Pydantic

Turn messy JSON into typed, validated objects with Pydantic v2.

BeginnerPro
View course

Stateful agent workflows with LangGraph

Build a long-running, multi-turn agent with typed state, intent routing, and checkpointed memory.

IntermediatePro
View course

Conversational state machines with LangGraph

Model multi-turn chat as a typed LangGraph state machine with streaming and thread memory.

IntermediatePro
View course

Deploying AI applications with FastAPI and Docker

Production FastAPI patterns for AI apps: SSE, jobs, CORS, probes, logs, Docker, graceful shutdown.

AdvancedPro
View course

Building MCP servers for GitHub PR review

Build an MCP server that reviews GitHub pull requests end to end.

IntermediatePro
View course

Full-stack agentic AI with Next.js and LangGraph

Ship a multi-step AI agent in one Next.js app with streaming tools and memory.

AdvancedPro
View course
SUPERVISOR

Supervisor-routed multi-agent systems with LangGraph

Route user messages to specialist subagents with a LangGraph supervisor and stream each one over SSE.

AdvancedPro
View course

Sentiment classification with LLMs and few-shot prompting

Build a multi-task NLP service powered by focused LLM prompts and per-task streaming.

BeginnerPro
View course

Graph RAG with LangChain and Neo4j

Build a knowledge graph from raw text, ask natural-language questions over it, and beat vector RAG on multi-hop queries.

AdvancedPro
View course
main.go

Building coding agents from scratch in Go

Build a zero-dependency coding agent in Go with tool calling, safety guards, and a distroless binary.

AdvancedPro
View course

Enterprise RAG infrastructure with Kubernetes and Ray

Ship a RAG service that survives real production traffic on Kubernetes.

AdvancedPro
View course
role: adminLLM

Build an RBAC-gated RAG chatbot

Role-gated RAG chatbot: per-role document walls, session auth, rate limits, and an admin panel.

IntermediatePro
View course

Real-time phone agents with FastRTC

Ship a real-time phone voice agent over WebRTC with FastRTC, Whisper, and swappable TTS.

AdvancedPro
View course

Layered production AI architecture

Architect an agent as seven composable layers with per-request traces.

AdvancedPro
View course

Production health checks with FastAPI

Wire /healthz and /readyz, a lifespan that pre-warms models, and a SIGTERM handler that drains requests so your service survives a deploy.

BeginnerPro
View course
87/100AI

Agent evaluation techniques

Stop shipping agents you cannot defend. Learn the eval patterns LangSmith-backed teams actually use.

AdvancedPro
View course
AItracelangfuse

Production agentic systems with Langfuse

Turn a notebook agent into a service you would be happy to wake up to at 3am.

AdvancedPro
View course
supervisoragent_atoolagent_bretrievellm0ms1.2sotel trace

Multi-agent tracing with OpenTelemetry and Phoenix

Stop debugging supervisor handoffs by guessing. Trace every agent, every tool, every routing decision.

AdvancedPro
View course
queuevllm batchgpu

Serving LLMs at scale with vLLM, quantization, and Kubernetes

When the API bill outgrows a managed provider, you self-host. Here is the production path that actually scales.

AdvancedPro
View course

Production data pipelines with Airflow, Spark, and FastAPI

Orchestrate batch pipelines with Airflow and Spark, gate them with Great Expectations, and front the warehouse with a FastAPI control plane that triggers DAGs and serves datasets.

IntermediatePro
View course
kafkaairflowsparkbimlapi

Enterprise data platform from ingestion to governance

Run a twenty-service production data platform end to end: batch, streaming, warehouse, ML tracking, lineage, observability, and a typed FastAPI control plane.

AdvancedPro
View course
localglue

AWS Glue and PySpark ETL on a real flight dataset

Write a PySpark transform that runs identically locally and on AWS Glue 4.0. Ship via CodeBuild, validate with a local smoke run, and skip the surprise DPU bills.

IntermediatePro
View course
iceberggluesnowflakes3 lakehouse

AWS lakehouse with Apache Iceberg, Glue, and Snowflake

Lambda to S3 to Glue PySpark to Iceberg in the Glue Data Catalog, queried by Snowflake as external tables. Airflow orchestrates. Terraform provisions. CodeBuild ships.

IntermediatePro
View course
bigquerystg_ordersstg_usersmartsselect * from {{ ref("stg_orders") }}

GCP analytics with BigQuery, dbt, and Cloud Run

GCS to BigQuery to dbt star schema, with Cloud Run hosting the dbt runner and Cloud Build deploying on push. Airflow schedules the run. Terraform owns the infra.

IntermediatePro
View course
uitems#1#2#3#4#5

Personalized recommender systems: Two-tower retrieval to production serving

Build a four-stage personalized recommender: two-tower retrieval, ranking, optional LLM rerank, served by FastAPI on local Postgres, Qdrant, and MLflow.

IntermediatePro
View course

Common questions

Premium: quick answers

  • What’s in premium that’s not in free?

    Depth. Free courses cover fundamentals. Premium covers production patterns: evaluation harnesses, multi-agent coordination, hybrid retrieval, observability, voice, and the advanced patterns that separate demos from systems.

  • One course or Pro?

    If you’re sure about one course, buy it and get lifetime access. If you plan to take two or more, Pro is cheaper within months. Pro also unlocks new courses as we ship them, so the value grows.

  • Is there a refund window?

    Yes. Seven days, no questions asked, on both individual purchases and Pro subscriptions.

  • How does this relate to the bootcamps?

    Bootcamps (AI Bootcamp, Fullstack Bootcamp) are separate cohort-style programs with mentorship. Premium courses are self-paced and individual. Think of premium as the "build one system" unit and the bootcamp as "ship a portfolio" arc.

Related paths

AI EngineerBackend EngineerRAGAI AgentsLLM Observability
Or browse every course